IRIS-HEP Fellow: Chitrakshee Yede
Fellowship dates: Jun – Nov, 2023
Home Institution: Savitribai Phule Pune University
Project: ML based simulation in reduced dimentionsSeveral examples exist which use generative adversarial networks (GANs) for faster simulation. However, a potential challenge in using them is computing time and the corresponding ML expertise. In this project, we aim to study faster ML-based simulation by using GANs along with dimensionality reduction algorithms on an individual workstation.
More information: My project proposal
Sourabh Dube, Arnab Laha (IISER Pune)